IDEAS home Printed from https://ideas.repec.org/p/pra/mprapa/15805.html
   My bibliography  Save this paper

Technology Adoption And Pest Control Strategies Among UK Cereal Farmers: Evidence from Parametric and Nonparametric Count Data Models

Author

Listed:
  • Sharma, Abhijit
  • Bailey, Alastair
  • Fraser, Iain

Abstract

This paper examines technology adoption and integrated pest management strategies employed by UK farmers, using both parametric and nonparametric methods. We employ a unique survey data set collected from UK cereal farmers to assess the determinants of technology adoption in relation to pest management. Our preferred model specification is nonparametric which makes use of the recently developed methods of Li and Racine (2007) and Racine and Li (2004). These methods allow us to combine categorical and continuous data and thereby avoid sample splitting and resulting efficiency losses. Our analysis reveals that total area farmed is positively related to the number of technologies adopted, whereas age is negatively related. We also find evidence of significant statistical differences for number of adoptions by region across the UK.

Suggested Citation

  • Sharma, Abhijit & Bailey, Alastair & Fraser, Iain, 2009. "Technology Adoption And Pest Control Strategies Among UK Cereal Farmers: Evidence from Parametric and Nonparametric Count Data Models," MPRA Paper 15805, University Library of Munich, Germany.
    • Handle: RePEc:pra:mprapa:15805
    as

    Download full text from publisher

    File URL: https://mpra.ub.uni-muenchen.de/15805/1/MPRA_paper_15805.pdf
    File Function: original version
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Maasoumi, Esfandiar & Racine, Jeff & Stengos, Thanasis, 2007. "Growth and convergence: A profile of distribution dynamics and mobility," Journal of Econometrics, Elsevier, vol. 136(2), pages 483-508, February.
    2. Peter Hall & Qi Li & Jeffrey S. Racine, 2007. "Nonparametric Estimation of Regression Functions in the Presence of Irrelevant Regressors," The Review of Economics and Statistics, MIT Press, vol. 89(4), pages 784-789, November.
    3. Fernandez-Cornejo, Jorge, 1996. "The Microeconomic Impact of IPM Adoption: Theory and Application," Agricultural and Resource Economics Review, Cambridge University Press, vol. 25(2), pages 149-160, October.
    4. Racine, Jeff & Li, Qi, 2004. "Nonparametric estimation of regression functions with both categorical and continuous data," Journal of Econometrics, Elsevier, vol. 119(1), pages 99-130, March.
    5. Feder, Gershon & Just, Richard E & Zilberman, David, 1985. "Adoption of Agricultural Innovations in Developing Countries: A Survey," Economic Development and Cultural Change, University of Chicago Press, vol. 33(2), pages 255-298, January.
    6. Fernandez-Cornejo, Jorge, 1996. "The Microeconomic Impact Of Ipm Adoption: Theory And Application," Agricultural and Resource Economics Review, Northeastern Agricultural and Resource Economics Association, vol. 25(2), pages 1-12, October.
    7. Hayfield, Tristen & Racine, Jeffrey S., 2008. "Nonparametric Econometrics: The np Package," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 27(i05).
    8. Amir K. Abadi Ghadim & David J. Pannell, 1999. "A conceptual framework of adoption of an agricultural innovation," Agricultural Economics, International Association of Agricultural Economists, vol. 21(2), pages 145-154, October.
    9. Kim, Seon-Ae & Gillespie, Jeffrey M. & Paudel, Krishna P., 2005. "Count Data Analysis of the Adoption of Best Management Practices in Beef Cattle Production," 2005 Annual Meeting, February 5-9, 2005, Little Rock, Arkansas 35603, Southern Agricultural Economics Association.
    10. Lohr, Luanne & Park, Timothy A., 2002. "Choice of insect management portfolios by organic farmers: lessons and comparative analysis," Ecological Economics, Elsevier, vol. 43(1), pages 87-99, November.
    11. Ali Chalak & Kelvin Balcombe & Alastair Bailey & Iain Fraser, 2008. "Pesticides, Preference Heterogeneity and Environmental Taxes," Journal of Agricultural Economics, Wiley Blackwell, vol. 59(3), pages 537-554, September.
    12. Bailey, Alastair & Bertaglia, Marco & Fraser, Iain & Sharma, Abhijit & Douarin, Elodie, 2009. "Integrated Pest Management Portfolios in UK Arable Farming: Results of a Farmer Survey," MPRA Paper 14764, University Library of Munich, Germany.
    13. Min, Insik & Fang, Cheng & Li, Qi, 2004. "Investigation of patterns in food-away-from-home expenditure for China," China Economic Review, Elsevier, vol. 15(4), pages 457-476.
    14. Cowan, Robin & Gunby, Philip, 1996. "Sprayed to Death: Path Dependence, Lock-In and Pest Control Strategies," Economic Journal, Royal Economic Society, vol. 106(436), pages 521-542, May.
    15. Qi Li & Jeffrey Scott Racine, 2006. "Nonparametric Econometrics: Theory and Practice," Economics Books, Princeton University Press, edition 1, volume 1, number 8355.
    16. Abdulai, Awudu & Huffman, Wallace, 2007. "The Diffusion of New Agricultural Technologies: The Case of Crossbreeding Technology in Tanzania," Staff General Research Papers Archive 12785, Iowa State University, Department of Economics.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Michael S. Delgado & Daniel J. Henderson & Christopher F. Parmeter, 2014. "Does Education Matter for Economic Growth?," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 76(3), pages 334-359, June.
    2. Jesús Peiró-Palomino, 2016. "Social Capital and Economic Growth in Europe: Nonlinear Trends and Heterogeneous Regional Effects," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 78(5), pages 717-751, October.
    3. Xibin Zhang & Maxwell L. King & Han Lin Shang, 2016. "Bayesian Bandwidth Selection for a Nonparametric Regression Model with Mixed Types of Regressors," Econometrics, MDPI, vol. 4(2), pages 1-27, April.
    4. Arribas Ivan & Perez Francisco & Tortosa-Ausina Emili, 2010. "The Determinants of International Financial Integration Revisited: The Role of Networks and Geographic Neutrality," Studies in Nonlinear Dynamics & Econometrics, De Gruyter, vol. 15(1), pages 1-55, December.
    5. James Bugden & Robert Waschik & Iain Fraser & Jeffrey S. Racine, 2016. "Parametric and non-parametric analysis of tax changes," Global Business and Economics Review, Inderscience Enterprises Ltd, vol. 18(5), pages 533-549.
    6. Haupt, Harry & Schnurbus, Joachim & Semmler, Willi, 2018. "Estimation of grouped, time-varying convergence in economic growth," Econometrics and Statistics, Elsevier, vol. 8(C), pages 141-158.
    7. Marijn Verschelde & Marijke D’Haese & Glenn Rayp & Ellen Vandamme, 2013. "Challenging Small-Scale Farming: A Non-Parametric Analysis of the (Inverse) Relationship Between Farm Productivity and Farm Size in Burundi," Journal of Agricultural Economics, Wiley Blackwell, vol. 64(2), pages 319-342, June.
    8. Mariam Camarero & Jesús Peiró-Palomino & Cecilio Tamarit, 2017. "External imbalances and growth," Working Papers 2017/02, Economics Department, Universitat Jaume I, Castellón (Spain).
    9. Henderson, Daniel J. & Papageorgiou, Chris & Parmeter, Christopher F., 2013. "Who benefits from financial development? New methods, new evidence," European Economic Review, Elsevier, vol. 63(C), pages 47-67.
    10. Daniel J. Henderson, 2009. "A Non‐parametric Examination of Capital–Skill Complementarity," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 71(4), pages 519-538, August.
    11. Michael S. Delgado & Nadine McCloud, 2017. "Foreign direct investment and the domestic capital stock: the good–bad role of higher institutional quality," Empirical Economics, Springer, vol. 53(4), pages 1587-1637, December.
    12. Dependra Bhatta & Krishna P. Paudel & Kai Liu, 2023. "Factors influencing water conservation practices adoptions by Nepali farmers," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 25(10), pages 10879-10901, October.
    13. Haupt, Harry & Meier, Verena, 2016. "Dealing with heterogeneity, nonlinearity and club misclassification in growth convergence: A nonparametric two-step approach," Center for Mathematical Economics Working Papers 455, Center for Mathematical Economics, Bielefeld University.
    14. Simar, Leopold & Zelenyuk, Valentin, 2011. "To Smooth or Not to Smooth? The Case of Discrete Variables in Nonparametric Regressions," LIDAM Discussion Papers ISBA 2011042, Université catholique de Louvain, Institute of Statistics, Biostatistics and Actuarial Sciences (ISBA).
    15. Magali Aubert & Zouhair Bouhsina & Jean Marie Codron & Sylvain Rousset, 2013. "Pesticide safety risk, food chain organization, and the adoption of sustainable farming practices. The case of Moroccan early tomatoes," Post-Print hal-02806083, HAL.
    16. Korir, Josphat Kiplang’at & Ritho, Cecilia & Irungu, Patrick & Affognon, Hippolyte, 2016. "Factors Influencing Intensity Of Adoption Of Integrated Pest Management Package And Pesticide Misuse In The Control Of Mango Fruit Fly In Embu East Sub-County, Kenya," Dissertations and Theses 271765, University of Nairobi, Department of Agricultural Economics.
    17. Jean Marie Codron & Hakan Adanacioglu & Magali Aubert & Zouhair Bouhsina & A. Ait El Mekki & Sylvain Rousset & Selma Tozanli & Murat Yercan, 2012. "Pesticide safety risk management in high value chains: the case of Turkey and Morocco [Gestion du risque sanitaire lié aux pesticides dans les filières à haute valeur ajoutée : le cas de la Turquie," Working Papers hal-02806260, HAL.
    18. Korir, Josphat Kiplang'at, 2016. "Factors Influencing Intensity Of Adoption Of Integrated Pest Management Package And Pesticide Misuse In The Control Of Mango Fruit Fly In Embu East Sub-County, Kenya," Research Theses 276445, Collaborative Masters Program in Agricultural and Applied Economics.
    19. Daniel J. Henderson, 2010. "A test for multimodality of regression derivatives with application to nonparametric growth regressions," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 25(3), pages 458-480.
    20. Mika Kortelainen & Simo Leppänen, 2013. "Public and private capital productivity in Russia: a non-parametric investigation," Empirical Economics, Springer, vol. 45(1), pages 193-216, August.

    More about this item

    Keywords

    technology; adoption; cereal farming; UK; nonparametric;
    All these keywords.

    JEL classification:

    • Q16 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Agriculture - - - R&D; Agricultural Technology; Biofuels; Agricultural Extension Services
    • O14 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Industrialization; Manufacturing and Service Industries; Choice of Technology

    NEP fields

    This paper has been announced in the following NEP Reports:

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:pra:mprapa:15805. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Joachim Winter (email available below). General contact details of provider: https://edirc.repec.org/data/vfmunde.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.